Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 43170 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 8.2 MiB |
| Average record size in memory | 200.0 B |
Variable types
| DateTime | 1 |
|---|---|
| Categorical | 6 |
| Numeric | 18 |
Warning 1 is highly correlated with Error 1 | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 8 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 8 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 8 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 8 other fields | High correlation |
Discharge current is highly correlated with Max cell voltage and 8 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 4 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Max board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Min board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Average board temperature is highly correlated with Max battery temperature and 4 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 8 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 8 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 8 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 8 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 8 other fields | High correlation |
Warning 1 is highly correlated with Error 1 | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 7 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 1 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 1 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 1 other fields | High correlation |
Max board temperature is highly correlated with Min board temperature and 1 other fields | High correlation |
Min board temperature is highly correlated with Max board temperature and 1 other fields | High correlation |
Average board temperature is highly correlated with Max board temperature and 1 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 5 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 5 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 7 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 5 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 5 other fields | High correlation |
Warning 1 is highly correlated with Error 1 | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Min cell voltage and 8 other fields | High correlation |
Min cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Average cell voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Pack voltage is highly correlated with Max cell voltage and 7 other fields | High correlation |
Discharge current is highly correlated with Max cell voltage and 8 other fields | High correlation |
Max battery temperature is highly correlated with Min battery temperature and 1 other fields | High correlation |
Min battery temperature is highly correlated with Max battery temperature and 1 other fields | High correlation |
Average battery temperature is highly correlated with Max battery temperature and 1 other fields | High correlation |
Max board temperature is highly correlated with Min board temperature and 1 other fields | High correlation |
Min board temperature is highly correlated with Max board temperature and 1 other fields | High correlation |
Average board temperature is highly correlated with Max board temperature and 1 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 6 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 8 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 8 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 3 other fields | High correlation |
Max charge current is highly correlated with Max cell voltage and 6 other fields | High correlation |
Warning 1 is highly correlated with Error 1 | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Error 1 is highly correlated with Warning 1 | High correlation |
Warning 1 is highly correlated with Error 1 and 5 other fields | High correlation |
Warning 2 is highly correlated with Error 2 | High correlation |
Error 1 is highly correlated with Warning 1 and 5 other fields | High correlation |
Error 2 is highly correlated with Warning 2 | High correlation |
Max cell voltage is highly correlated with Warning 1 and 14 other fields | High correlation |
Min cell voltage is highly correlated with Warning 1 and 13 other fields | High correlation |
Average cell voltage is highly correlated with Warning 1 and 17 other fields | High correlation |
Pack voltage is highly correlated with Warning 1 and 17 other fields | High correlation |
Charge current is highly correlated with Average cell voltage and 3 other fields | High correlation |
Discharge current is highly correlated with Max cell voltage and 3 other fields | High correlation |
Max battery temperature is highly correlated with Max cell voltage and 8 other fields | High correlation |
Min battery temperature is highly correlated with Average cell voltage and 6 other fields | High correlation |
Average battery temperature is highly correlated with Average cell voltage and 7 other fields | High correlation |
Max board temperature is highly correlated with Max cell voltage and 9 other fields | High correlation |
Min board temperature is highly correlated with Max cell voltage and 9 other fields | High correlation |
Average board temperature is highly correlated with Max cell voltage and 9 other fields | High correlation |
Remaining capacity is highly correlated with Max cell voltage and 6 other fields | High correlation |
Full Charge Capacity is highly correlated with Max battery temperature and 1 other fields | High correlation |
SoC is highly correlated with Max cell voltage and 7 other fields | High correlation |
GO detail is highly correlated with Max cell voltage and 7 other fields | High correlation |
Control detail 1 is highly correlated with Max cell voltage and 7 other fields | High correlation |
Max charge current is highly correlated with Warning 1 and 13 other fields | High correlation |
time has unique values | Unique |
Charge current has 41211 (95.5%) zeros | Zeros |
Discharge current has 29772 (69.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-06-23 07:35:24.176752 |
|---|---|
| Analysis finished | 2022-06-23 07:37:06.262133 |
| Duration | 1 minute and 42.09 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 43170 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| Minimum | 2022-04-27 00:00:02 |
|---|---|
| Maximum | 2022-05-26 23:59:02 |
Warning 1
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 40 | 1667 |
| 32 | 945 |
| 8 | 180 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.06050498 |
| Min length | 1 |
Characters and Unicode
| Total characters | 45782 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 32 |
|---|---|
| 2nd row | 32 |
| 3rd row | 32 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40378 | |
| 40 | 1667 | 3.9% |
| 32 | 945 | 2.2% |
| 8 | 180 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 40378 | |
| 40 | 1667 | 3.9% |
| 32 | 945 | 2.2% |
| 8 | 180 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42045 | |
| 4 | 1667 | 3.6% |
| 3 | 945 | 2.1% |
| 2 | 945 | 2.1% |
| 8 | 180 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 45782 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 42045 | |
| 4 | 1667 | 3.6% |
| 3 | 945 | 2.1% |
| 2 | 945 | 2.1% |
| 8 | 180 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 45782 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 42045 | |
| 4 | 1667 | 3.6% |
| 3 | 945 | 2.1% |
| 2 | 945 | 2.1% |
| 8 | 180 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45782 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 42045 | |
| 4 | 1667 | 3.6% |
| 3 | 945 | 2.1% |
| 2 | 945 | 2.1% |
| 8 | 180 | 0.4% |
Warning 2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 32 | 2 |
| 128 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000092657 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43174 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 32 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 32 | 2 | < 0.1% |
| 128 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43174 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43174 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43174 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43167 | |
| 2 | 3 | < 0.1% |
| 3 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Warning 3
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 64 | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.000046328 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43172 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 64 | 2 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 64 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43172 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43172 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43168 | |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 40 | 1640 |
| 32 | 913 |
| 8 | 185 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.05913829 |
| Min length | 1 |
Characters and Unicode
| Total characters | 45723 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 32 |
|---|---|
| 2nd row | 32 |
| 3rd row | 32 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 40432 | |
| 40 | 1640 | 3.8% |
| 32 | 913 | 2.1% |
| 8 | 185 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 40432 | |
| 40 | 1640 | 3.8% |
| 32 | 913 | 2.1% |
| 8 | 185 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 42072 | |
| 4 | 1640 | 3.6% |
| 3 | 913 | 2.0% |
| 2 | 913 | 2.0% |
| 8 | 185 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 45723 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 42072 | |
| 4 | 1640 | 3.6% |
| 3 | 913 | 2.0% |
| 2 | 913 | 2.0% |
| 8 | 185 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 45723 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 42072 | |
| 4 | 1640 | 3.6% |
| 3 | 913 | 2.0% |
| 2 | 913 | 2.0% |
| 8 | 185 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45723 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 42072 | |
| 4 | 1640 | 3.6% |
| 3 | 913 | 2.0% |
| 2 | 913 | 2.0% |
| 8 | 185 | 0.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 128 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 1 |
| Mean length | 1.000046328 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43172 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 128 | 1 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 128 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43172 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43172 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43169 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
Max cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 386 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3464.377253 |
| Minimum | 3213 |
|---|---|
| Maximum | 3930 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 3213 |
|---|---|
| 5-th percentile | 3298 |
| Q1 | 3331 |
| median | 3509 |
| Q3 | 3537 |
| 95-th percentile | 3589 |
| Maximum | 3930 |
| Range | 717 |
| Interquartile range (IQR) | 206 |
Descriptive statistics
| Standard deviation | 108.6341052 |
|---|---|
| Coefficient of variation (CV) | 0.03135746983 |
| Kurtosis | -0.7429460422 |
| Mean | 3464.377253 |
| Median Absolute Deviation (MAD) | 48 |
| Skewness | -0.2039105944 |
| Sum | 149557166 |
| Variance | 11801.36881 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3328 | 1898 | 4.4% |
| 3331 | 1669 | 3.9% |
| 3330 | 1048 | 2.4% |
| 3503 | 785 | 1.8% |
| 3512 | 780 | 1.8% |
| 3506 | 764 | 1.8% |
| 3327 | 762 | 1.8% |
| 3504 | 734 | 1.7% |
| 3325 | 731 | 1.7% |
| 3522 | 723 | 1.7% |
| Other values (376) | 33276 |
| Value | Count | Frequency (%) |
| 3213 | 1 | < 0.1% |
| 3215 | 1 | < 0.1% |
| 3216 | 3 | < 0.1% |
| 3218 | 3 | < 0.1% |
| 3219 | 2 | < 0.1% |
| 3221 | 5 | |
| 3222 | 3 | < 0.1% |
| 3224 | 4 | < 0.1% |
| 3225 | 2 | < 0.1% |
| 3227 | 12 |
| Value | Count | Frequency (%) |
| 3930 | 1 | |
| 3896 | 1 | |
| 3859 | 1 | |
| 3839 | 1 | |
| 3824 | 1 | |
| 3809 | 2 | |
| 3806 | 1 | |
| 3804 | 2 | |
| 3803 | 2 | |
| 3800 | 2 |
Min cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 525 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3415.209382 |
| Minimum | 2918 |
|---|---|
| Maximum | 3772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 2918 |
|---|---|
| 5-th percentile | 3280 |
| Q1 | 3328 |
| median | 3412 |
| Q3 | 3500 |
| 95-th percentile | 3542 |
| Maximum | 3772 |
| Range | 854 |
| Interquartile range (IQR) | 172 |
Descriptive statistics
| Standard deviation | 106.720192 |
|---|---|
| Coefficient of variation (CV) | 0.03124850635 |
| Kurtosis | 1.132723199 |
| Mean | 3415.209382 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | -0.2670320684 |
| Sum | 147434589 |
| Variance | 11389.19939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3325 | 1737 | 4.0% |
| 3328 | 1511 | 3.5% |
| 3330 | 967 | 2.2% |
| 3324 | 810 | 1.9% |
| 3327 | 711 | 1.6% |
| 3483 | 615 | 1.4% |
| 3481 | 608 | 1.4% |
| 3486 | 563 | 1.3% |
| 3489 | 561 | 1.3% |
| 3322 | 539 | 1.2% |
| Other values (515) | 34548 |
| Value | Count | Frequency (%) |
| 2918 | 1 | |
| 2930 | 1 | |
| 2931 | 1 | |
| 2937 | 1 | |
| 2943 | 1 | |
| 2953 | 1 | |
| 2954 | 1 | |
| 2956 | 1 | |
| 2960 | 1 | |
| 2965 | 2 |
| Value | Count | Frequency (%) |
| 3772 | 1 | < 0.1% |
| 3771 | 1 | < 0.1% |
| 3769 | 1 | < 0.1% |
| 3765 | 2 | |
| 3763 | 1 | < 0.1% |
| 3762 | 1 | < 0.1% |
| 3759 | 2 | |
| 3757 | 3 | |
| 3756 | 1 | < 0.1% |
| 3754 | 2 |
Average cell voltage
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 603 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3448.902455 |
| Minimum | 3138 |
|---|---|
| Maximum | 3789 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 3138 |
|---|---|
| 5-th percentile | 3288 |
| Q1 | 3329 |
| median | 3499 |
| Q3 | 3527 |
| 95-th percentile | 3570 |
| Maximum | 3789 |
| Range | 651 |
| Interquartile range (IQR) | 198 |
Descriptive statistics
| Standard deviation | 108.12366 |
|---|---|
| Coefficient of variation (CV) | 0.03135016469 |
| Kurtosis | -0.6756157625 |
| Mean | 3448.902455 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | -0.143811057 |
| Sum | 148889119 |
| Variance | 11690.72585 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3326 | 1104 | 2.6% |
| 3329 | 1091 | 2.5% |
| 3330 | 964 | 2.2% |
| 3327 | 948 | 2.2% |
| 3325 | 653 | 1.5% |
| 3324 | 542 | 1.3% |
| 3328 | 530 | 1.2% |
| 3502 | 443 | 1.0% |
| 3496 | 439 | 1.0% |
| 3499 | 438 | 1.0% |
| Other values (593) | 36018 |
| Value | Count | Frequency (%) |
| 3138 | 1 | < 0.1% |
| 3147 | 1 | < 0.1% |
| 3153 | 1 | < 0.1% |
| 3156 | 2 | < 0.1% |
| 3158 | 5 | |
| 3161 | 3 | |
| 3163 | 2 | < 0.1% |
| 3164 | 2 | < 0.1% |
| 3165 | 4 | |
| 3167 | 3 |
| Value | Count | Frequency (%) |
| 3789 | 1 | < 0.1% |
| 3788 | 1 | < 0.1% |
| 3785 | 1 | < 0.1% |
| 3783 | 1 | < 0.1% |
| 3781 | 1 | < 0.1% |
| 3780 | 1 | < 0.1% |
| 3779 | 1 | < 0.1% |
| 3778 | 2 | |
| 3775 | 3 | |
| 3772 | 4 |
| Distinct | 8948 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89695.5467 |
| Minimum | 81607 |
|---|---|
| Maximum | 98540 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 81607 |
|---|---|
| 5-th percentile | 85503 |
| Q1 | 86594 |
| median | 90990 |
| Q3 | 91728 |
| 95-th percentile | 92834 |
| Maximum | 98540 |
| Range | 16933 |
| Interquartile range (IQR) | 5134 |
Descriptive statistics
| Standard deviation | 2804.764236 |
|---|---|
| Coefficient of variation (CV) | 0.03126982708 |
| Kurtosis | -0.6794677297 |
| Mean | 89695.5467 |
| Median Absolute Deviation (MAD) | 1455 |
| Skewness | -0.1390455994 |
| Sum | 3872156751 |
| Variance | 7866702.417 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 86606 | 326 | 0.8% |
| 86607 | 254 | 0.6% |
| 86530 | 128 | 0.3% |
| 86608 | 116 | 0.3% |
| 86531 | 101 | 0.2% |
| 86529 | 99 | 0.2% |
| 86532 | 83 | 0.2% |
| 86569 | 80 | 0.2% |
| 86520 | 79 | 0.2% |
| 86594 | 79 | 0.2% |
| Other values (8938) | 41825 |
| Value | Count | Frequency (%) |
| 81607 | 1 | |
| 81766 | 1 | |
| 81949 | 1 | |
| 82035 | 1 | |
| 82158 | 1 | |
| 82159 | 1 | |
| 82206 | 1 | |
| 82238 | 1 | |
| 82278 | 1 | |
| 82292 | 1 |
| Value | Count | Frequency (%) |
| 98540 | 1 | |
| 98509 | 1 | |
| 98444 | 1 | |
| 98380 | 1 | |
| 98326 | 1 | |
| 98307 | 1 | |
| 98267 | 1 | |
| 98252 | 1 | |
| 98229 | 1 | |
| 98188 | 1 |
| Distinct | 1430 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4612.508316 |
| Minimum | 0 |
|---|---|
| Maximum | 226320 |
| Zeros | 41211 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 226320 |
| Range | 226320 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 23877.72803 |
|---|---|
| Coefficient of variation (CV) | 5.176733872 |
| Kurtosis | 31.34543263 |
| Mean | 4612.508316 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.530889943 |
| Sum | 199121984 |
| Variance | 570145896.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41211 | |
| 160 | 38 | 0.1% |
| 109264 | 11 | < 0.1% |
| 99216 | 9 | < 0.1% |
| 192 | 9 | < 0.1% |
| 193392 | 8 | < 0.1% |
| 193424 | 8 | < 0.1% |
| 112 | 8 | < 0.1% |
| 107600 | 8 | < 0.1% |
| 94256 | 8 | < 0.1% |
| Other values (1420) | 1852 | 4.3% |
| Value | Count | Frequency (%) |
| 0 | 41211 | |
| 80 | 1 | < 0.1% |
| 112 | 8 | < 0.1% |
| 144 | 1 | < 0.1% |
| 160 | 38 | 0.1% |
| 192 | 9 | < 0.1% |
| 208 | 3 | < 0.1% |
| 224 | 4 | < 0.1% |
| 240 | 2 | < 0.1% |
| 272 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 226320 | 1 | |
| 226192 | 1 | |
| 226064 | 1 | |
| 225872 | 2 | |
| 225664 | 1 | |
| 225632 | 1 | |
| 225536 | 2 | |
| 225504 | 1 | |
| 225424 | 1 | |
| 225136 | 1 |
| Distinct | 1784 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4496.163447 |
| Minimum | 0 |
|---|---|
| Maximum | 406208 |
| Zeros | 29772 |
| Zeros (%) | 69.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 128 |
| 95-th percentile | 5776 |
| Maximum | 406208 |
| Range | 406208 |
| Interquartile range (IQR) | 128 |
Descriptive statistics
| Standard deviation | 26079.60614 |
|---|---|
| Coefficient of variation (CV) | 5.800413273 |
| Kurtosis | 57.29440318 |
| Mean | 4496.163447 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.289705638 |
| Sum | 194099376 |
| Variance | 680145856.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29772 | |
| 144 | 1673 | 3.9% |
| 128 | 1617 | 3.7% |
| 656 | 929 | 2.2% |
| 96 | 660 | 1.5% |
| 1104 | 626 | 1.5% |
| 1056 | 463 | 1.1% |
| 624 | 458 | 1.1% |
| 176 | 435 | 1.0% |
| 704 | 395 | 0.9% |
| Other values (1774) | 6142 | 14.2% |
| Value | Count | Frequency (%) |
| 0 | 29772 | |
| 80 | 333 | 0.8% |
| 96 | 660 | 1.5% |
| 128 | 1617 | 3.7% |
| 144 | 1673 | 3.9% |
| 160 | 118 | 0.3% |
| 176 | 435 | 1.0% |
| 208 | 41 | 0.1% |
| 224 | 262 | 0.6% |
| 240 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 406208 | 1 | |
| 403632 | 1 | |
| 383456 | 1 | |
| 357504 | 1 | |
| 351392 | 1 | |
| 346368 | 1 | |
| 343040 | 1 | |
| 333792 | 1 | |
| 323616 | 1 | |
| 304112 | 1 |
Max battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 181 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.51864026 |
| Minimum | 17.7 |
|---|---|
| Maximum | 35.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 17.7 |
|---|---|
| 5-th percentile | 18.8 |
| Q1 | 21.7 |
| median | 24.8 |
| Q3 | 26.7 |
| 95-th percentile | 30.4 |
| Maximum | 35.7 |
| Range | 18 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.412665085 |
|---|---|
| Coefficient of variation (CV) | 0.1391865556 |
| Kurtosis | -0.3402981925 |
| Mean | 24.51864026 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 0.1144762825 |
| Sum | 1058469.7 |
| Variance | 11.64628299 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.1 | 1046 | 2.4% |
| 25.5 | 955 | 2.2% |
| 24.1 | 922 | 2.1% |
| 25.6 | 890 | 2.1% |
| 24.6 | 821 | 1.9% |
| 28.1 | 765 | 1.8% |
| 24.7 | 708 | 1.6% |
| 25.7 | 703 | 1.6% |
| 25.2 | 702 | 1.6% |
| 24.8 | 699 | 1.6% |
| Other values (171) | 34959 |
| Value | Count | Frequency (%) |
| 17.7 | 86 | 0.2% |
| 17.8 | 136 | |
| 17.9 | 152 | |
| 18 | 81 | 0.2% |
| 18.1 | 54 | 0.1% |
| 18.2 | 138 | |
| 18.3 | 273 | |
| 18.4 | 296 | |
| 18.5 | 191 | |
| 18.6 | 197 |
| Value | Count | Frequency (%) |
| 35.7 | 4 | < 0.1% |
| 35.6 | 8 | < 0.1% |
| 35.5 | 11 | |
| 35.4 | 5 | < 0.1% |
| 35.3 | 22 | |
| 35.2 | 10 | |
| 35.1 | 22 | |
| 35 | 8 | < 0.1% |
| 34.9 | 2 | < 0.1% |
| 34.8 | 10 |
Min battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 170 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.2271369 |
| Minimum | 15.9 |
|---|---|
| Maximum | 32.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 15.9 |
|---|---|
| 5-th percentile | 17.4 |
| Q1 | 20.3 |
| median | 23.7 |
| Q3 | 25.6 |
| 95-th percentile | 28.6 |
| Maximum | 32.8 |
| Range | 16.9 |
| Interquartile range (IQR) | 5.3 |
Descriptive statistics
| Standard deviation | 3.398519991 |
|---|---|
| Coefficient of variation (CV) | 0.1463167848 |
| Kurtosis | -0.6123840958 |
| Mean | 23.2271369 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | -0.07949147698 |
| Sum | 1002715.5 |
| Variance | 11.54993813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.8 | 1044 | 2.4% |
| 23.5 | 902 | 2.1% |
| 24.2 | 901 | 2.1% |
| 23.4 | 827 | 1.9% |
| 24.4 | 825 | 1.9% |
| 24 | 800 | 1.9% |
| 23.8 | 776 | 1.8% |
| 24.3 | 748 | 1.7% |
| 22.7 | 645 | 1.5% |
| 23.9 | 644 | 1.5% |
| Other values (160) | 35058 |
| Value | Count | Frequency (%) |
| 15.9 | 86 | 0.2% |
| 16 | 212 | |
| 16.1 | 29 | 0.1% |
| 16.2 | 51 | 0.1% |
| 16.3 | 22 | 0.1% |
| 16.4 | 35 | 0.1% |
| 16.5 | 16 | < 0.1% |
| 16.6 | 57 | 0.1% |
| 16.7 | 38 | 0.1% |
| 16.8 | 258 |
| Value | Count | Frequency (%) |
| 32.8 | 21 | |
| 32.7 | 18 | |
| 32.6 | 15 | |
| 32.5 | 14 | |
| 32.4 | 17 | |
| 32.3 | 12 | |
| 32.2 | 13 | |
| 32.1 | 11 | |
| 32 | 14 | |
| 31.9 | 13 |
Average battery temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 177 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.82553162 |
| Minimum | 16.7 |
|---|---|
| Maximum | 34.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 16.7 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 21 |
| median | 24.2 |
| Q3 | 26.1 |
| 95-th percentile | 29.5 |
| Maximum | 34.3 |
| Range | 17.6 |
| Interquartile range (IQR) | 5.1 |
Descriptive statistics
| Standard deviation | 3.410682885 |
|---|---|
| Coefficient of variation (CV) | 0.1431524358 |
| Kurtosis | -0.4967938851 |
| Mean | 23.82553162 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 0.01070210886 |
| Sum | 1028548.2 |
| Variance | 11.63275774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.6 | 971 | 2.2% |
| 24.5 | 882 | 2.0% |
| 20.4 | 837 | 1.9% |
| 24.4 | 789 | 1.8% |
| 24.8 | 759 | 1.8% |
| 24.3 | 679 | 1.6% |
| 20.5 | 667 | 1.5% |
| 23.9 | 656 | 1.5% |
| 24.9 | 613 | 1.4% |
| 24 | 605 | 1.4% |
| Other values (167) | 35712 |
| Value | Count | Frequency (%) |
| 16.7 | 12 | < 0.1% |
| 16.8 | 241 | |
| 16.9 | 71 | 0.2% |
| 17 | 62 | 0.1% |
| 17.1 | 32 | 0.1% |
| 17.2 | 42 | 0.1% |
| 17.3 | 49 | 0.1% |
| 17.4 | 156 | |
| 17.5 | 274 | |
| 17.6 | 208 |
| Value | Count | Frequency (%) |
| 34.3 | 1 | < 0.1% |
| 34.2 | 12 | |
| 34.1 | 15 | |
| 34 | 19 | |
| 33.9 | 10 | |
| 33.8 | 12 | |
| 33.7 | 17 | |
| 33.6 | 10 | |
| 33.5 | 10 | |
| 33.4 | 11 |
Max board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 401 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.40906648 |
| Minimum | 22.5 |
|---|---|
| Maximum | 63.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 22.5 |
|---|---|
| 5-th percentile | 24.5 |
| Q1 | 28.7 |
| median | 31.2 |
| Q3 | 44.1 |
| 95-th percentile | 51.7 |
| Maximum | 63.9 |
| Range | 41.4 |
| Interquartile range (IQR) | 15.4 |
Descriptive statistics
| Standard deviation | 9.213743605 |
|---|---|
| Coefficient of variation (CV) | 0.2602085997 |
| Kurtosis | -0.7849704468 |
| Mean | 35.40906648 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | 0.7253109971 |
| Sum | 1528609.4 |
| Variance | 84.89307122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.9 | 798 | 1.8% |
| 30 | 719 | 1.7% |
| 30.7 | 606 | 1.4% |
| 30.9 | 605 | 1.4% |
| 30.5 | 528 | 1.2% |
| 31 | 527 | 1.2% |
| 30.8 | 507 | 1.2% |
| 29.8 | 499 | 1.2% |
| 29.9 | 499 | 1.2% |
| 30.6 | 497 | 1.2% |
| Other values (391) | 37385 |
| Value | Count | Frequency (%) |
| 22.5 | 24 | 0.1% |
| 22.6 | 36 | 0.1% |
| 22.7 | 30 | 0.1% |
| 22.8 | 18 | < 0.1% |
| 22.9 | 46 | 0.1% |
| 23 | 136 | |
| 23.1 | 54 | 0.1% |
| 23.2 | 109 | |
| 23.3 | 85 | |
| 23.4 | 79 |
| Value | Count | Frequency (%) |
| 63.9 | 1 | < 0.1% |
| 63.6 | 2 | |
| 63.4 | 1 | < 0.1% |
| 63.1 | 2 | |
| 62.9 | 3 | |
| 62.8 | 1 | < 0.1% |
| 62.2 | 1 | < 0.1% |
| 62.1 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61.9 | 2 |
Min board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 348 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.07386148 |
| Minimum | 21.5 |
|---|---|
| Maximum | 56.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 21.5 |
|---|---|
| 5-th percentile | 23.5 |
| Q1 | 28 |
| median | 30.5 |
| Q3 | 37.6 |
| 95-th percentile | 48.5 |
| Maximum | 56.8 |
| Range | 35.3 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 7.532546207 |
|---|---|
| Coefficient of variation (CV) | 0.2277492216 |
| Kurtosis | -0.2502792549 |
| Mean | 33.07386148 |
| Median Absolute Deviation (MAD) | 3.8 |
| Skewness | 0.8647100361 |
| Sum | 1427798.6 |
| Variance | 56.73925236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.7 | 790 | 1.8% |
| 29.8 | 691 | 1.6% |
| 29 | 600 | 1.4% |
| 26 | 566 | 1.3% |
| 29.1 | 560 | 1.3% |
| 28.8 | 555 | 1.3% |
| 29.3 | 549 | 1.3% |
| 28.2 | 508 | 1.2% |
| 29.4 | 504 | 1.2% |
| 29.6 | 501 | 1.2% |
| Other values (338) | 37346 |
| Value | Count | Frequency (%) |
| 21.5 | 28 | 0.1% |
| 21.6 | 38 | 0.1% |
| 21.7 | 28 | 0.1% |
| 21.8 | 21 | < 0.1% |
| 21.9 | 23 | 0.1% |
| 22 | 101 | |
| 22.1 | 129 | |
| 22.2 | 103 | |
| 22.3 | 91 | |
| 22.4 | 91 |
| Value | Count | Frequency (%) |
| 56.8 | 1 | < 0.1% |
| 56.7 | 3 | |
| 56.6 | 3 | |
| 56.5 | 1 | < 0.1% |
| 56.4 | 3 | |
| 56.3 | 3 | |
| 56.2 | 3 | |
| 56.1 | 4 | |
| 56 | 5 | |
| 55.9 | 4 |
Average board temperature
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 360 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.24152652 |
| Minimum | 22 |
|---|---|
| Maximum | 58.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 28.4 |
| median | 30.9 |
| Q3 | 40.9 |
| 95-th percentile | 49.9 |
| Maximum | 58.4 |
| Range | 36.4 |
| Interquartile range (IQR) | 12.5 |
Descriptive statistics
| Standard deviation | 8.284657209 |
|---|---|
| Coefficient of variation (CV) | 0.2419476598 |
| Kurtosis | -0.6225714511 |
| Mean | 34.24152652 |
| Median Absolute Deviation (MAD) | 4.3 |
| Skewness | 0.7570066567 |
| Sum | 1478206.7 |
| Variance | 68.63554508 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.3 | 640 | 1.5% |
| 30.4 | 629 | 1.5% |
| 30.2 | 615 | 1.4% |
| 29.6 | 537 | 1.2% |
| 29.7 | 529 | 1.2% |
| 29.5 | 520 | 1.2% |
| 29.9 | 513 | 1.2% |
| 30.1 | 505 | 1.2% |
| 29.8 | 504 | 1.2% |
| 26.4 | 489 | 1.1% |
| Other values (350) | 37689 |
| Value | Count | Frequency (%) |
| 22 | 28 | 0.1% |
| 22.1 | 35 | 0.1% |
| 22.2 | 28 | 0.1% |
| 22.3 | 21 | < 0.1% |
| 22.4 | 18 | < 0.1% |
| 22.5 | 112 | |
| 22.6 | 112 | |
| 22.7 | 99 | |
| 22.8 | 102 | |
| 22.9 | 87 |
| Value | Count | Frequency (%) |
| 58.4 | 1 | < 0.1% |
| 58.3 | 2 | < 0.1% |
| 58.2 | 1 | < 0.1% |
| 58.1 | 6 | |
| 58 | 4 | < 0.1% |
| 57.9 | 5 | |
| 57.8 | 10 | |
| 57.7 | 5 | |
| 57.6 | 5 | |
| 57.5 | 6 |
Remaining capacity
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5907 |
|---|---|
| Distinct (%) | 13.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 388537.2816 |
| Minimum | 175792 |
|---|---|
| Maximum | 404640 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 175792 |
|---|---|
| 5-th percentile | 310631.2 |
| Q1 | 393232 |
| median | 404320 |
| Q3 | 404512 |
| 95-th percentile | 404608 |
| Maximum | 404640 |
| Range | 228848 |
| Interquartile range (IQR) | 11280 |
Descriptive statistics
| Standard deviation | 34944.16374 |
|---|---|
| Coefficient of variation (CV) | 0.08993773672 |
| Kurtosis | 9.814629776 |
| Mean | 388537.2816 |
| Median Absolute Deviation (MAD) | 288 |
| Skewness | -3.02035745 |
| Sum | 1.677315445 × 1010 |
| Variance | 1221094580 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 404592 | 2273 | 5.3% |
| 404512 | 2211 | 5.1% |
| 404496 | 2201 | 5.1% |
| 404448 | 1891 | 4.4% |
| 404464 | 1805 | 4.2% |
| 404528 | 1749 | 4.1% |
| 404608 | 1221 | 2.8% |
| 404544 | 1097 | 2.5% |
| 404640 | 1075 | 2.5% |
| 404560 | 869 | 2.0% |
| Other values (5897) | 26778 |
| Value | Count | Frequency (%) |
| 175792 | 1 | |
| 175904 | 1 | |
| 177008 | 1 | |
| 177264 | 1 | |
| 178912 | 1 | |
| 179936 | 1 | |
| 180272 | 1 | |
| 181424 | 1 | |
| 181600 | 1 | |
| 182240 | 1 |
| Value | Count | Frequency (%) |
| 404640 | 1075 | |
| 404624 | 642 | 1.5% |
| 404608 | 1221 | |
| 404592 | 2273 | |
| 404576 | 843 | 2.0% |
| 404560 | 869 | 2.0% |
| 404544 | 1097 | |
| 404528 | 1749 | |
| 404512 | 2211 | |
| 404496 | 2201 |
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 404446.9971 |
| Minimum | 403104 |
|---|---|
| Maximum | 404720 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 403104 |
|---|---|
| 5-th percentile | 404224 |
| Q1 | 404400 |
| median | 404496 |
| Q3 | 404576 |
| 95-th percentile | 404640 |
| Maximum | 404720 |
| Range | 1616 |
| Interquartile range (IQR) | 176 |
Descriptive statistics
| Standard deviation | 255.6188455 |
|---|---|
| Coefficient of variation (CV) | 0.000632020629 |
| Kurtosis | 15.13532067 |
| Mean | 404446.9971 |
| Median Absolute Deviation (MAD) | 80 |
| Skewness | -3.678327007 |
| Sum | 1.745997686 × 1010 |
| Variance | 65340.99418 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 404528 | 3353 | 7.8% |
| 404496 | 3015 | 7.0% |
| 404592 | 2968 | 6.9% |
| 404464 | 2699 | 6.3% |
| 404512 | 2680 | 6.2% |
| 404544 | 2421 | 5.6% |
| 404608 | 2258 | 5.2% |
| 404448 | 2165 | 5.0% |
| 404352 | 1951 | 4.5% |
| 404624 | 1452 | 3.4% |
| Other values (40) | 18208 |
| Value | Count | Frequency (%) |
| 403104 | 98 | 0.2% |
| 403120 | 107 | 0.2% |
| 403152 | 1 | < 0.1% |
| 403168 | 229 | |
| 403184 | 61 | 0.1% |
| 403216 | 25 | 0.1% |
| 403232 | 387 | |
| 403248 | 39 | 0.1% |
| 403264 | 156 | |
| 403280 | 182 |
| Value | Count | Frequency (%) |
| 404720 | 151 | 0.3% |
| 404704 | 790 | 1.8% |
| 404688 | 299 | 0.7% |
| 404672 | 372 | 0.9% |
| 404656 | 485 | 1.1% |
| 404640 | 1307 | |
| 404624 | 1452 | |
| 404608 | 2258 | |
| 404592 | 2968 | |
| 404576 | 1382 |
| Distinct | 58 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 95.79784573 |
| Minimum | 43 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 43 |
|---|---|
| 5-th percentile | 76 |
| Q1 | 97 |
| median | 100 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 57 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 8.744629734 |
|---|---|
| Coefficient of variation (CV) | 0.09128211253 |
| Kurtosis | 9.517386753 |
| Mean | 95.79784573 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -2.97013834 |
| Sum | 4135593 |
| Variance | 76.46854918 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 22958 | |
| 99 | 5304 | 12.3% |
| 98 | 2362 | 5.5% |
| 97 | 1973 | 4.6% |
| 95 | 1025 | 2.4% |
| 94 | 1021 | 2.4% |
| 96 | 789 | 1.8% |
| 90 | 641 | 1.5% |
| 85 | 576 | 1.3% |
| 92 | 491 | 1.1% |
| Other values (48) | 6030 | 14.0% |
| Value | Count | Frequency (%) |
| 43 | 4 | < 0.1% |
| 44 | 5 | < 0.1% |
| 45 | 10 | < 0.1% |
| 46 | 11 | < 0.1% |
| 47 | 64 | |
| 48 | 36 | |
| 49 | 29 | |
| 50 | 37 | |
| 51 | 19 | < 0.1% |
| 52 | 54 |
| Value | Count | Frequency (%) |
| 100 | 22958 | |
| 99 | 5304 | 12.3% |
| 98 | 2362 | 5.5% |
| 97 | 1973 | 4.6% |
| 96 | 789 | 1.8% |
| 95 | 1025 | 2.4% |
| 94 | 1021 | 2.4% |
| 93 | 424 | 1.0% |
| 92 | 491 | 1.1% |
| 91 | 260 | 0.6% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.60433171 |
| Minimum | 16 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 16 |
| median | 16 |
| Q3 | 21 |
| 95-th percentile | 21 |
| Maximum | 23 |
| Range | 7 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.269862486 |
|---|---|
| Coefficient of variation (CV) | 0.1289377253 |
| Kurtosis | -1.327263571 |
| Mean | 17.60433171 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7798589282 |
| Sum | 759979 |
| Variance | 5.152275706 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 28036 | |
| 21 | 12988 | |
| 18 | 2125 | 4.9% |
| 19 | 9 | < 0.1% |
| 17 | 7 | < 0.1% |
| 23 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 16 | 28036 | |
| 17 | 7 | < 0.1% |
| 18 | 2125 | 4.9% |
| 19 | 9 | < 0.1% |
| 21 | 12988 | |
| 23 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 23 | 5 | < 0.1% |
| 21 | 12988 | |
| 19 | 9 | < 0.1% |
| 18 | 2125 | 4.9% |
| 17 | 7 | < 0.1% |
| 16 | 28036 |
Control detail 1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.3078527 |
| Minimum | 0 |
|---|---|
| Maximum | 225 |
| Zeros | 51 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 130 |
| Q1 | 130 |
| median | 224 |
| Q3 | 224 |
| 95-th percentile | 224 |
| Maximum | 225 |
| Range | 225 |
| Interquartile range (IQR) | 94 |
Descriptive statistics
| Standard deviation | 44.47171552 |
|---|---|
| Coefficient of variation (CV) | 0.2300564354 |
| Kurtosis | -1.102077979 |
| Mean | 193.3078527 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.8042510032 |
| Sum | 8345100 |
| Variance | 1977.733481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 224 | 26966 | |
| 130 | 12980 | |
| 225 | 2134 | 4.9% |
| 132 | 1024 | 2.4% |
| 0 | 51 | 0.1% |
| 134 | 13 | < 0.1% |
| 128 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 51 | 0.1% |
| 128 | 2 | < 0.1% |
| 130 | 12980 | |
| 132 | 1024 | 2.4% |
| 134 | 13 | < 0.1% |
| 224 | 26966 | |
| 225 | 2134 | 4.9% |
| Value | Count | Frequency (%) |
| 225 | 2134 | 4.9% |
| 224 | 26966 | |
| 134 | 13 | < 0.1% |
| 132 | 1024 | 2.4% |
| 130 | 12980 | |
| 128 | 2 | < 0.1% |
| 0 | 51 | 0.1% |
Control detail 2
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 337.4 KiB |
| 0 | |
|---|---|
| 1 | 45 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43170 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43170 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 43170 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43170 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 43125 | |
| 1 | 45 | 0.1% |
Max charge current
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 145 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.0875376 |
| Minimum | 36 |
|---|---|
| Maximum | 320 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 337.4 KiB |
Quantile statistics
| Minimum | 36 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 88 |
| median | 112 |
| Q3 | 320 |
| 95-th percentile | 320 |
| Maximum | 320 |
| Range | 284 |
| Interquartile range (IQR) | 232 |
Descriptive statistics
| Standard deviation | 112.136599 |
|---|---|
| Coefficient of variation (CV) | 0.6368230285 |
| Kurtosis | -1.672191303 |
| Mean | 176.0875376 |
| Median Absolute Deviation (MAD) | 43 |
| Skewness | 0.4207447687 |
| Sum | 7601699 |
| Variance | 12574.61684 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 320 | 15614 | |
| 36 | 1714 | 4.0% |
| 114 | 1352 | 3.1% |
| 109 | 1304 | 3.0% |
| 104 | 1184 | 2.7% |
| 99 | 1065 | 2.5% |
| 117 | 766 | 1.8% |
| 116 | 741 | 1.7% |
| 101 | 732 | 1.7% |
| 112 | 719 | 1.7% |
| Other values (135) | 17979 |
| Value | Count | Frequency (%) |
| 36 | 1714 | |
| 37 | 57 | 0.1% |
| 39 | 53 | 0.1% |
| 40 | 57 | 0.1% |
| 41 | 67 | 0.2% |
| 42 | 88 | 0.2% |
| 44 | 86 | 0.2% |
| 45 | 81 | 0.2% |
| 46 | 106 | 0.2% |
| 47 | 105 | 0.2% |
| Value | Count | Frequency (%) |
| 320 | 15614 | |
| 316 | 39 | 0.1% |
| 308 | 28 | 0.1% |
| 304 | 37 | 0.1% |
| 296 | 33 | 0.1% |
| 292 | 33 | 0.1% |
| 288 | 2 | < 0.1% |
| 284 | 34 | 0.1% |
| 280 | 33 | 0.1% |
| 272 | 32 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | GO detail | Control detail 1 | Control detail 2 | Max charge current | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2022-04-30 00:00:02 | 32 | 0 | 0 | 32 | 0 | 3577 | 3369 | 3543 | 92136 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.8 | 34.1 | 38.9 | 404576 | 404576 | 100 | 16 | 224 | 0 | 55 |
| 1 | 2022-04-30 00:01:02 | 32 | 0 | 0 | 32 | 0 | 3575 | 3369 | 3542 | 92103 | 0 | 0 | 22.2 | 20.7 | 21.3 | 44.2 | 34.1 | 39.1 | 404576 | 404576 | 100 | 16 | 224 | 0 | 55 |
| 2 | 2022-04-30 00:02:02 | 32 | 0 | 0 | 32 | 0 | 3575 | 3371 | 3541 | 92089 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.8 | 34.1 | 38.9 | 404576 | 404576 | 100 | 16 | 224 | 0 | 57 |
| 3 | 2022-04-30 00:03:02 | 0 | 0 | 0 | 0 | 0 | 3574 | 3369 | 3540 | 92065 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.7 | 34.1 | 38.9 | 404576 | 404576 | 100 | 16 | 224 | 0 | 57 |
| 4 | 2022-04-30 00:04:02 | 0 | 0 | 0 | 0 | 0 | 3572 | 3371 | 3540 | 92046 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.9 | 34.1 | 39.0 | 404576 | 404576 | 100 | 16 | 224 | 0 | 59 |
| 5 | 2022-04-30 00:05:02 | 0 | 0 | 0 | 0 | 0 | 3571 | 3369 | 3539 | 92035 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.8 | 34.1 | 38.9 | 404576 | 404576 | 100 | 16 | 224 | 0 | 59 |
| 6 | 2022-04-30 00:06:02 | 0 | 0 | 0 | 0 | 0 | 3571 | 3369 | 3538 | 92021 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.1 | 34.1 | 38.6 | 404576 | 404576 | 100 | 16 | 224 | 0 | 60 |
| 7 | 2022-04-30 00:07:02 | 0 | 0 | 0 | 0 | 0 | 3568 | 3369 | 3537 | 92010 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.7 | 34.1 | 38.9 | 404576 | 404576 | 100 | 16 | 224 | 0 | 62 |
| 8 | 2022-04-30 00:08:02 | 0 | 0 | 0 | 0 | 0 | 3569 | 3369 | 3537 | 91979 | 0 | 0 | 22.1 | 20.7 | 21.3 | 43.4 | 34.1 | 38.7 | 404576 | 404576 | 100 | 16 | 224 | 0 | 62 |
| 9 | 2022-04-30 00:09:02 | 0 | 0 | 0 | 0 | 0 | 3566 | 3369 | 3536 | 91969 | 0 | 0 | 22.1 | 20.6 | 21.3 | 43.9 | 34.1 | 39.0 | 404576 | 404576 | 100 | 16 | 224 | 0 | 64 |
Last rows
| time | Warning 1 | Warning 2 | Warning 3 | Error 1 | Error 2 | Max cell voltage | Min cell voltage | Average cell voltage | Pack voltage | Charge current | Discharge current | Max battery temperature | Min battery temperature | Average battery temperature | Max board temperature | Min board temperature | Average board temperature | Remaining capacity | Full Charge Capacity | SoC | GO detail | Control detail 1 | Control detail 2 | Max charge current | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 43160 | 2022-04-27 23:50:02 | 0 | 0 | 0 | 0 | 0 | 3398 | 3378 | 3393 | 88255 | 0 | 0 | 20.9 | 19.4 | 20.0 | 29.2 | 29.1 | 29.2 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43161 | 2022-04-27 23:51:02 | 0 | 0 | 0 | 0 | 0 | 3398 | 3377 | 3392 | 88226 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.9 | 28.6 | 28.7 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43162 | 2022-04-27 23:52:02 | 0 | 0 | 0 | 0 | 0 | 3396 | 3377 | 3392 | 88220 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.6 | 28.1 | 28.4 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43163 | 2022-04-27 23:53:02 | 0 | 0 | 0 | 0 | 0 | 3396 | 3377 | 3391 | 88187 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.5 | 28.2 | 28.3 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43164 | 2022-04-27 23:54:02 | 0 | 0 | 0 | 0 | 0 | 3395 | 3375 | 3390 | 88173 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.4 | 28.2 | 28.3 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43165 | 2022-04-27 23:55:02 | 0 | 0 | 0 | 0 | 0 | 3395 | 3375 | 3389 | 88151 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.8 | 28.3 | 28.5 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43166 | 2022-04-27 23:56:02 | 0 | 0 | 0 | 0 | 0 | 3393 | 3374 | 3389 | 88133 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.6 | 28.4 | 28.5 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43167 | 2022-04-27 23:57:02 | 0 | 0 | 0 | 0 | 0 | 3393 | 3374 | 3388 | 88123 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.4 | 27.8 | 28.1 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43168 | 2022-04-27 23:58:02 | 0 | 0 | 0 | 0 | 0 | 3393 | 3374 | 3388 | 88109 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.4 | 28.4 | 28.4 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |
| 43169 | 2022-04-27 23:59:02 | 0 | 0 | 0 | 0 | 0 | 3392 | 3372 | 3387 | 88100 | 0 | 0 | 20.9 | 19.4 | 20.0 | 28.3 | 28.0 | 28.2 | 402112 | 403280 | 99 | 16 | 224 | 0 | 320 |